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Integrated analysis of competing endogenous RNA network revealing lncRNAs as potential prognostic biomarkers in human lung squamous cell carcinoma

机译:竞争性内源性RNA网络的综合分析揭示了lncRNAs作为人肺鳞癌的潜在预后生物标志物

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摘要

Accumulating evidence shows the important role of long non-coding RNAs (lncRNAs) in competing endogenous RNA (ceRNA) networks for predicting survival in tumor patients. However, prognostic biomarkers for lung squamous cell carcinoma (LUSC) are still lacking. The objective of this study is to identify a lncRNA signature for evaluation of overall survival (OS) in 474 LUSC patients from The Cancer Genome Atlas (TCGA) database. A total of 474 RNA sequencing profiles in LUSC patients with clinical data were obtained, providing a large sample of RNA sequencing data, and 83 LUSC-specific lncRNAs, 26 miRNAs, and 85 mRNAs were identified to construct the ceRNA network (fold change>2, P<0.05). Among these above 83 LUSC-specific lncRNAs, 22 were assessed as closely related to OS in LUSC patients using a univariate Cox proportional regression model. Meanwhile, two (FMO6P and PRR26) of the above 22 OS-related lncRNAs were identified using a multivariate Cox regression model to construct a risk score as an independent indicator of the prognostic value of the lncRNA signature in LUSC patients. LUSC patients with low-risk scores were more positively correlated with OS (P<0.001). The present study provides a deeper understanding of the lncRNA-related ceRNA network in LUSC and suggests that the two-lncRNA signature could serve as an independent biomarker for prognosis of LUSC.
机译:越来越多的证据表明,长的非编码RNA(lncRNA)在竞争性内源RNA(ceRNA)网络中对于预测肿瘤患者的生存具有重要作用。然而,仍然缺乏肺鳞状细胞癌(LUSC)的预后生物标志物。这项研究的目的是从癌症基因组图谱(TCGA)数据库中鉴定出474位LUSC患者的lncRNA签名,以评估其总生存期(OS)。总共获得了具有临床数据的LUSC患者的474个RNA测序图谱,提供了大量的RNA测序数据样本,并且鉴定出83个LUSC特异性lncRNA,26个miRNA和85个mRNA来构建ceRNA网络(倍数> 2 ,P <0.05)。在上述83种LUSC特异性lncRNA中,使用单变量Cox比例回归模型评估了22种LUSC患者与OS密切相关。同时,使用多变量Cox回归模型在上述22种与OS相关的lncRNA中鉴定了两种(FMO6P和PRR26),以构建风险评分作为LUSC患者中lncRNA信号预后价值的独立指标。低风险评分的LUSC患者与OS呈正相关(P <0.001)。本研究对LUSC中与lncRNA相关的ceRNA网络提供了更深入的了解,并暗示了两个IncRNA签名可以作为LUSC预后的独立生物标记。

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